The Trade Desk is the eponymous flagship product from the company headquartered in Ventura California, a demand-side / data management hybrid platform (DSP / DMP).
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Vertica Analytics Database
Score10 out of 10
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The Vertica Analytics Platform supplies enterprise data warehouses with big data analytics capabilities and modernization. Vertica was acquired and supported by OpenText, then sold to Rocket Software in 2026.
After extensive research of DSP and DMP platforms in the market, our agency made the wise decision to license TTD's platform and develop a long-term partnership. TTD continues to innovate and offer cutting-edge media buying solutions, access to more audience data segments, and access to new and emerging media channels like CTV/OTT and digital-out-of-home. We couldn't be happier with TTD's technology and is one of the most advanced agency users of TTD is a key differentiator for our agency.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Vertica as a data warehouse to deliver analytics in-house and even to your client base on scale is not rivaled anywhere in the market. Frankly, in my experience it is not even close to equaled. Because it is such a powerful data warehouse, some people attempt to use it as a transactional database. It certainly is not one of those. Individual row inserts are slow and do not perform well. Deletes are a whole other story. RDBMS it is definitely not. OLAP it rocks.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Reporting platform leaves a lot to be desired. Requires a lot of trial/error to pull exactly what you need to drive optimizations/learnings.
The "stop"/"continue bidding" feature for sitelists, devices, player sizes, etc is awful. When you set something up specifically, you should not have the AUTOMATIC option to serve beyond those parameters.
Trafficking video (VAST/VPAID) tags requires a manual insertion of a click URL. Completely redundant ask and is not provided by advertisers as that URL lives within the ad tag. Should not require multiple actions traffic a video tag.
Creative approval process (manual) doesn't seem necessary and is not a part of peers' platforms. There is no "pause/deactivate" feature for creative, you remove them or adjust the end date.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Could use some work on better integrating with cloud providers and open source technologies. For AWS you will find an AMI in the marketplace and recently a connector for loading data from S3 directly was created. With last release, integration with Kafka was added that can help.
Managing large workloads (concurrent queries) is a bit challenging.
Having a way to provide an estimate on the duration for currently executing queries / etc. can be helpful. Vertica provides some counters for the query execution engine that are helpful but some may find confusing.
Unloading data over JDBC is very slow. We've had to come up with alternatives based on vsql, etc. Not a very clean, official on how to unload data.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
easy to understand dashboards and the self started ability to get going on your own terms. It's great to target niche groups across the world while still being able to report at a high level to C-suite. Wish it drove more conversions, but display can be a struggle there. Overall, would use it again.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
We noted no issues with our limited interaction with support. The software operated just as expected and we found that we were able to navigate needs on our own. We understand that The Trade Desk offers excellent support, so we believe it will be a good resource to us in the future.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
I haven't had any recent opportunity to reach out to Vertica support. From what I remember, I believe whenever I reached out to them the experience was smooth.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
The Trade Desk is a much better product than AppNexus. Even though both products showed promise awhile back, AppNexus stopped innovating and The Trade Desk became specialists on data, cross site tracking and CTV inventory thus having a better and more unique product that actually adds value to your advertising efforts.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Vertica performs well when the query has good stats and is tuned well. Options for GUI clients are ugly and outdated. IO optimized: it's a columnar store with no indexing structures to maintain like traditional databases. The indexing is achieved by storing the data sorted on disk, which itself is run transparently as a background process.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
The good thing about having an agency account is The Trade Desk lets you add your markups to the client billing.
We had a very positive response from clients regarding their perceived ROI on their ad spend through The Trade Desk.
We did not have many national clients, mostly local dealerships, so it was difficult for them to allocate a lot of funds to display advertising, even though the ROI yield was acceptable.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
